3 citations · 11 across the 16 of their papers we have counts for
Showing 2020Show all
2 papers · 1 filter
cs.CV2020
Gaussian RAM: Lightweight Image Classification via Stochastic Retina-Inspired Glimpse and Reinforcement Learning
Dongseok Shim, H. Jin Kim
Previous studies on image classification have mainly focused on the performance of the networks, not on real-time operation or model compression. We propose a Gaussian Deep Recurre…
cs.CV2020
Learning a Geometric Representation for Data-Efficient Depth Estimation via Gradient Field and Contrastive Loss
Dongseok Shim, H. Jin Kim
Estimating a depth map from a single RGB image has been investigated widely for localization, mapping, and 3-dimensional object detection. Recent studies on a single-view depth est…